Communications in Computer and Information Science 917

Commenced Publication in 2007 Founding and Former Series Editors: Phoebe Chen, Alfredo Cuzzocrea, Xiaoyong Du, Orhun Kara, Ting Liu, Dominik Ślęzak, and Xiaokang Yang

Editorial Board Simone Diniz Junqueira Barbosa Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil Joaquim Filipe Polytechnic Institute of Setúbal, Setúbal, Portugal Ashish Ghosh Indian Statistical Institute, Kolkata, India Igor Kotenko St. Petersburg Institute for Informatics and Automation of the Russian of Sciences, St. Petersburg, Russia Krishna M. Sivalingam Indian Institute of Technology Madras, Chennai, India Takashi Washio Osaka University, Osaka, Japan Junsong Yuan University at Buffalo, The State University of New York, Buffalo, USA Lizhu Zhou , , More information about this series at http://www.springer.com/series/7899 Yuqing Sun • Tun Lu Xiaolan Xie • Liping Gao Hongfei Fan (Eds.)

Computer Supported Cooperative Work and Social Computing 13th CCF Conference, ChineseCSCW 2018 Guilin, China, August 18–19, 2018 Revised Selected Papers

123 Editors Yuqing Sun Liping Gao University University of for Science Jinan, China and Technology Shanghai, China Tun Lu Hongfei Fan Shanghai, China Shanghai, China Xiaolan Xie Guilin University of Technology Guilin, China

ISSN 1865-0929 ISSN 1865-0937 (electronic) Communications in Computer and Information Science ISBN 978-981-13-3043-8 ISBN 978-981-13-3044-5 (eBook) https://doi.org/10.1007/978-981-13-3044-5

Library of Congress Control Number: 2018959137

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This Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore Preface

Welcome to ChineseCSCW 2018, the 13th CCF Conference on Computer Supported Cooperative Work and Social Computing. ChineseCSCW 2018 was sponsored by the China Computer Federation (CCF), and co-organized by the Technical Committee on Cooperative Computing (TCCC) of CCF and Guilin University of Technology. The ChineseCSCW 2018 proceedings are published by Springer, which is a fantastic opportunity for the conference to attract worldwide attention and to connect global scholars in related fields. ChineseCSCW (initially titled CCSCW) is a highly reputable conference series on computer supported cooperative work (CSCW) and social computing in China with a long history. It aims at bridging Chinese and overseas CSCW researchers, practitioners, and educators, with a particular focus on innovative models, theories, techniques, algorithms, and methods, as well as domain-specific applications and systems, from both technical and social aspects in CSCW and social computing. The conference was initially held biennially from 1998, and has been held annually since 2014. ChineseCSCW 2018 received 150 submissions, and after a rigorous double-blind peer–review process, only 33 were accepted as full papers for oral presentation, resulting in an acceptance rate of 22%. The program also included 13 short papers, which were presented as posters. In addition, the conference featured four keynote speeches, eight technical seminars, and a special panel discussion on “Social Com- puting and AI for Legal Affairs.” We are grateful to the keynote speakers, Prof. Tianyou Chai (member of the Chinese Academy of Engineering) from Northeastern University, Prof. Dajun Zeng from the Chinese Academy of Sciences, Prof. Zhiwen Yu from Northwestern Polytechnic University, and Prof. Xiaofei Liao from Huazhong University of Science and Technology. We hope that you enjoy ChineseCSCW 2018.

October 2018 Ning Gu Xiaohui Cheng Organization

ChineseCSCW 2018 was held in Guilin, China, during August 17–19, 2018.

Steering Committee

Ning Gu Fudan University, China Bin Hu , China Xiaoping Liu Hefei University of Technology, China Yong Tang South China Normal University, China Weiqing Tang Chinese Academy of Sciences, China Shaozi Li , China Yuqing Sun , China Xiangwei Zheng Shandong Normal University, China

General Chairs

Ning Gu Fudan University, China Xiaohui Cheng Guilin University of Technology, China

Program Committee Chairs

Yuqing Sun Shandong University, China Tun Lu Fudan University, China Xiaolan Xie Guilin University of Technology, China

Organizing Committee Chairs

Xiaoping Liu Hefei University of Technology, China Xiangwei Zheng Shandong Normal University, China Haiping Yu Guilin University of Technology, China

Publicity Chairs

Yong Tang South China Normal University, China Minggang Dong Guilin University of Technology, China

Publication Chairs

Bin Hu Lanzhou University, China Yuqing Sun Shandong University, China Chaoquan Chen Guilin University of Technology, China VIII Organization

Finance Chair

Shouxue Chen Guilin University of Technology, China

Paper Award Chairs

Shaozi Li Xiamen University, China Yichuan Jiang , China Hailong Sun , China

Program Committee

Hongming Cai Shanghai Jiao Tong University, China Jian Cao Shanghai Jiao Tong University, China Buqing Cao University of Science and Technology, China Donglin Cao Xiamen University, China Chao Chen University, China Liangyin Chen University, China Qingkui Chen University of Shanghai for Science and Technology, China Qingzhang Chen University of Technology, China Yuan Cheng , China Shiwei Cheng of Technology, China Xiaohui Cheng Guilin University of Technology, China Longbiao Chen Xiamen University, China Lizhen Cui Shandong University, China Weihui Dai Fudan University, China Xianghua Ding Fudan University, China Wanchun Dou , China Hongfei Fan Tongji University, China Shanshan Feng Shandong Normal University, China Liping Gao University of Shanghai for Science and Technology, China Qiang Gao Beihang University, China Ning Gu Fudan University, China Kun Guo University, China Yinzhang Guo Taiyuan University of Science and Technology, China Fazhi He Wuhan University, China Haiwu He Chinese Academy of Sciences, China Bin Hu Lanzhou University, China Yanmei Hu Chengdu University of Technology, China Changqin Huang South China Normal University, China Huan Huo University of Shanghai for Science and Technology, China Bo Jiang Zhejiang Gongshang University, China Bin Jiang , China Weijin Jiang University, China Yichuan Jiang Southeast University, China Lanju Kong Shandong University, China Organization IX

Yi Lai Xi’an University of Posts and Telecommunications, China Fangpeng Lan Taiyuan University of Technology, China Feng Li University, China Li Li , China Jianguo Li South China Normal University, China Renfa Li Hunan University, China Shaozi Li Xiamen University, China Shiying Li Hunan University, China Taoshen Li University, China Xiaoping Li Southeast University, China Lu Liang University of Technology, China Hong Liu Shandong Normal University, China Dongning Liu Guangdong University of Technology, China Shijun Liu Shandong University, China Xiaoping Liu Hefei University of Technology, China Li Liu , China Tun Lu Fudan University, China DianJie Lu Shandong Normal University, China Huijuan Lu China Jiliang University, China Qiang Lu Hefei University of Technology, China Li Pan Shandong University, China KeJi Mao Zhejiang University of Technology, China Chunyu Miao Zhejiang Normal University, China Haiwei Pan Harbin Engineering University, China Youtian Qu Zhejiang University of Media and Communications, China Limin Shen Yanshan University, China Yuliang Shi Dareway Software Co., Ltd, China Xiaoxia Song Datong University, China Kehua Su Wuhan University, China Hailong Sun Beihang University, China Ruizhi Sun China Agricultural University, China Yuqing Sun Shandong University, China Yuling Sun East China Normal University, China WenAn Tan Nanjing University of Aeronautics and Astronautics, China Shan Tang Shanghai Polytechnic University, China Yong Tang South China Normal University, China Yan Tang , China Weiqing Tang Chinese Academy of Sciences, China Yiming Tang Hefei University of Technology, China Yizheng Tao Chinese Academy of Engineering Physics, China Shaohua Teng Guangdong University of Technology, China Lei Wang Dalian University of Technology, China Li Wang Taiyuan University of Technology, China Tong Wang Harbin Engineering University, China Hongbo Wang University of Science and Technology Beijing, China Hongjun Wang Southwest Jiaotong University, China X Organization

Xiaodong Wang of Defense Technology, China Yijie Wang National University of Defense Technology, China Wei Wei Xi’an University of Technology, China Yiping Wen Hunan University of Science and Technology, China Jiyi Wu Hangzhou Normal University, China Chunhe Xia Beihang University, China Yong Xiang Tsinghua University, China Yu Xin Harbin University of Science and Technology, China Meng Xu Shandong Technology and Business University, China Xiaolan Xie Guilin University of Technology, China Zhiqiang Xie Harbin University of Science and Technology, China Jianbo Xu Hunan University of Science and Technology, China Jiuyun Xu China University of Petroleum, China Bo Yang University of Electronic Science and Technology of China, China Chao Yang Hunan University, China Gang Yang Northwestern Polytechnical University, China Jing Yang Lanzhou University, China Xiaochun Yang Northeastern University, China Xiaojun Zhu Taiyuan University of Technology, China Dingyu Yang Shanghai Dianji University, China Yang Yu Sun Yat-sen University, China Lei Yu PLA Information Engineering University, China Changyou Zhang Chinese Academy of Sciences, China Xianchuan Yu Beijing Normal University, China Guijuan Zhang Shandong Normal University, China Guangquan Zhang Soochow University, China Liang Zhang Fudan University, China Jifu Zhang Taiyuan University of Science and Technology, China Shaohua Zhang Shanghai Software Technology Development Center, China Wei Zhang Guangdong University of Technology, China Zili Zhang Southwest University, China Zhiqiang Zhang Harbin Engineering University, China Qiang Zhao Chinese Academy of Engineering Physics, China Junlan Zhao University of Finance and Economics, China Yifeng Zhou Southeast University, China Zhengtao Yu Kunming University of Science and Technology, China Xianjun Zhu Jinling Institute of Technology, China Xiangwei Zheng Shandong Normal University, China Qiaohong Zu Wuhan University of Technology, China Ning Zhong Beijing University of Technology, China Contents

Collaborative Models, Approaches, Algorithms, and Systems

A Role-Based Semantic Framework for Collaborative Socialized Process Model Reconstruction ...... 3 Wenan Tan, Li Huang, Lu Zhao, and Shan Tang

MCPS2: Intention Maintenance of Structure Document Based MCPS Under Mobile Platform ...... 20 Dan Wang, Sizheng Zhu, Liping Gao, Shanshan Wang, Xiaofang Xu, and Changqing Tao

Research on Data Provenance Model for Multidisciplinary Collaboration . . . . 32 Fangyu Yu, Beisi Zhou, Tun Lu, and Ning Gu

Mobile Agent-Based Mobile Intelligent Business Security Transaction Model ...... 50 Wei-Jin Jiang, Jia-Hui Chen, Yu-Hui Xu, and Yang Wang

A Novel Strategy for Complex Human-Agent Negotiation ...... 66 Lichun Yuan, Siqi Chen, and Zili Zhang

Multi-strategy Mutation Constrained Differential Evolution Algorithm Based on Replacement and Restart Mechanism...... 77 Lyuyang Tong, Minggang Dong, and Chao Jing

Consistency Maintenance of CRDT-Based File Management System in Cloud Environment ...... 87 Liping Gao and Changqing Tao

A Generic Arrival Process Model for Generating Hybrid Cloud Workload . . . 100 Chunyan An, Jian-tao Zhou, and Zefeng Mou

Cost-Effective Coupled Video Distribution Network ...... 115 Jing Chen, Zhigang Chen, Dianjie Lu, Chen Lyu, Guijuan Zhang, Xiangwei Zheng, and Hong Liu

Optimal Design of Obstacles in Emergency Evacuation Using an Arch Formation Based Fitness Function...... 129 Liang Li, Hong Liu, and Yanbin Han

Web Service Composition with Uncertain QoS: An IQCP Model ...... 146 Hengzhou Ye and Taoshen Li XII Contents

A Fast Neighbor Discovery Algorithm in WSNs ...... 163 Liangxiong Wei, Weijie Sun, Haixiang Chen, Ping Yuan, Feng Yin, Qian Luo, Yanru Chen, and Liangyin Chen

FCI-Outlier: An Efficient Frequent Closed Itemset-Based Outlier Detecting Approach on Data Stream ...... 176 Shangbo Hao, Saihua Cai, Ruizhi Sun, and Sicong Li

Multi-model Hybrid Traffic Flow Forecast Algorithm Based on Multivariate Data ...... 188 Jie Zhou, Yuling Sun, and Liang He

A New Algorithm for Real-Time Collaborative Graphical Editing System Based on CRDT ...... 201 Liping Gao and Xiaofang Xu

Throughput-Guarantee Resource Provisioning for Streaming Analytical Workflows in the Cloud...... 213 Yan Yao, Jian Cao, and Shiyou Qian

A Probabilistic and Rebalancing Cache Placement Strategy for ICN in MANETs ...... 228 Cheng Zhang, Chunhe Xia, and Haiquan Wang

Social Computing

Detect Cooperative Hyping Among VIP Users and Spammers in Sina Weibo ...... 241 Ziyu Guo, Shijun Liu, Yafang Wang, Liqiang Wang, Li Pan, and Lei Wu

A Relationship-Based Pedestrian Social Groups Model ...... 257 Guang-peng Liu, Hong Liu, and Liang Li

Socio-Technical System Design Framework for People with Disability . . . . . 272 Peng Liu, Tun Lu, and Ning Gu

An Overlapping Community Detection Algorithm Based on Triangle Coarsening and Dynamic Distance ...... 285 Bingjie Xiang, Kun Guo, Zhanghui Liu, and Qinwu Liao

Identifying Potential Experts on Stack Overflow ...... 301 Zihan Ban, Jiafei Yan, and Hailong Sun

Predicting Students’ Mood Level Using Multi-feature Fusion Joint Sentiment-Topic Model in Mobile Learning ...... 316 Xianqing Wang, Meihua Zhao, Changqin Huang, Jia Zhu, and Yong Tang Contents XIII

Identification of Influential Users in Emerging Online Social Networks Using Cross-site Linking ...... 331 Qingyuan Gong, Yang Chen, Xinlei He, Fei Li, Yu Xiao, Pan Hui, Xin Wang, and Xiaoming Fu

LSTM Sentiment Polarity Analysis Based on LDA Clustering ...... 342 Zechuan Chen, Shaohua Teng, Wei Zhang, Huan Tang, Zhenhua Zhang, Junping He, Xiaozhao Fang, and Lunke Fei

Data Analysis and Machine Learning for CSCW and Social Computing

Anomaly Detection Algorithm Based on Cluster of Entropy ...... 359 Wenan Tan, Xi Fang, Lu Zhao, and Anqiong Tang

Abnormal Detecting over Data Stream Based on Maximal Pattern Mining Technology ...... 371 Saihua Cai, Ruizhi Sun, Jiayao Li, Chao Deng, and Sicong Li

Spatial Task Allocation Based on User Trajectory Prediction ...... 386 Yun Jiang, Wei He, Lizhen Cui, Qian Yang, and Zhaohui Peng

Study on Learner’s Interest Mining Based on EEG Signal Analysis...... 398 Yonghui Dai, Junjie Chen, Haijian Chen, Shengqi Lu, Ye Fu, and Weihui Dai

Research on Cross-Media Retrieval of Collaborative Plotted Multimedia Data Based on Container-Based Cloud Platform and Deep Learning ...... 410 Xiaolan Xie, Qiangqing Zheng, Xinrong Li, Xiaochun Cheng, and Zhihong Guo

A Fast Feature Selection Method Based on Mutual Information in Multi- label Learning...... 424 Zhenqiang Sun, Jia Zhang, Zhiming Luo, Donglin Cao, and Shaozi Li

Multi-kernel Collaboration-Induced Fuzzy Local Information C-Means Algorithm for Image Segmentation ...... 438 Yiming Tang, Xianghui Hu, Fuji Ren, Xiaocheng Song, and Xi Wu

Chinese-Vietnamese Word Alignment Method Based on Bidirectional RNN and Linguistic Features ...... 454 Shengxiang Gao, Haodong Zhu, Zhuo Wang, Zhengtao Yu, and Xiaohan Wang XIV Contents

Short Papers

Facial Expression Recognition Algorithm Based on Equal Probability Symbolization Entropy...... 469 Fa Zheng, Bin Hu, and Xiangwei Zheng

Automatic Sleep Stage Classification Based on LSTM...... 478 Peiying Shi, Xiangwei Zheng, Ping Du, and Feng Yuan

Overlapping Community Detection Algorithm Based on Spectral and Fuzzy C-Means Clustering...... 487 Xiaoshan He, Kun Guo, Qinwu Liao, and Qiaoling Yan

Watershed Flood Forecasting Based on Cluster Analysis and BP Neural Network...... 498 Wangsong Wang and Yan Tang

Academic News Text Classification Model Based on Attention Mechanism and RCNN...... 507 Ronghua Lin, Chengzhou Fu, Chengjie Mao, Jingmin Wei, and Jianguo Li

Energy-Efficiency for Smartphones Using Interaction Link Prediction in Mobile Cloud Computing...... 517 Jiuyun Xu, Chao Guan, and Xiangrui Xu

MDIS: A Node Localization Algorithm Based on Multi-region Division and Similarity Matching...... 527 Hao Wang, Haixiang Chen, Ping Yuan, Feng Yin, Qian Luo, and Liangyin Chen

An Efficient Graph-Search Algorithm for Full Link Application Suggestion ...... 536 Haijie Zhang, Nan Zeng, Hu Song, Menghan Xu, Huiyu Wang, Bo Yang, and Chen Lyu

An Adaptive k-NN Classifier for Medical Treatment Recommendation Under Concept Drift ...... 546 Nengjun Zhu, Jian Cao, and Yan Zhang

Evaluating the Impacts of Concurrency Control over User Experience in Feature-Based Collaborative Designing ...... 557 Yuan Cheng, Fazhi He, Xiao Lv, and Weiwei Cai

A Concurrency Benchmark Tool for Cloud Storage...... 567 Weiwei Cai, Agustina Ng, and Chengzheng Sun

Task Assignments in Complex Collaborative Crowdsourcing ...... 574 Wei He, Lizhen Cui, and Cheng Huang Contents XV

A Collaboration Services Scheduling Method Based on Intelligent Genetic Algorithm...... 581 Wei Guo, Meng Xu, Weixia Xu, and Lizhen Cui

Author Index ...... 589